• Solutions
    • SMARTdiagnostics
    • SENTRYsolutions
    • SMARTsensing Suite
  • Industries
    • Automotive
    • Chemicals
    • Food & Beverage
    • Forest Products
    • Metals
    • Mining
    • Oil & Gas
    • Utilities
    • Wastewater
  • Case Studies
    • Automotive
    • Chemicals
    • Food & Beverage
    • Forest Products
    • Metals
    • Mining
    • Oil & Gas
    • Utilities
    • Wastewater
    • All Case Studies
  • About
    • Meet Our Team
    • Join Our Team
  • Resources
    • Events & Webinars
    • Machine Health Optimization
    • Blog
    • Podcast
    • System Status
    • Value Calculator
    • KCF Academy
  • Request a Demo
  • SD LOGIN
  • CONTACT
    • Sales
    • Product Support
    • General Inquiry
  • Request a Demo
  • SD LOGIN
  • CONTACT
    • Sales
    • Product Support
    • General Inquiry
  • Request a Demo
  • Solutions▼
    • SMARTdiagnostics
      SMARTdiagnostics
    • SENTRYsolutions
      SENTRYsolutions
    • SMARTsensing Suite
      SMARTsensing Suite
  • Industries▼
    • Automotive
    • Chemicals
    • Food & Beverage
    • Forest Products
    • Metals
    • Mining
    • Oil & Gas
    • Utilities
    • Wastewater
  • Case Studies▼
    • Automotive
    • Chemicals
    • Food & Beverage
    • Forest Products
    • Metals
    • Mining
    • Oil & Gas
    • Utilities
    • Wastewater
    • All Case Studies
  • About▼
    • Meet Our Team
    • Join Our Team
  • Resources▼
    • Events & Webinars
    • Machine Health Optimization
    • Blog
    • Podcast
    • System Status
    • Value Calculator
    • KCF Academy
  • Request a Demo
Chemical plant showing guages, a walkway, tanks, silos, and mixing apparatus. Pipes in yellow and silver cross the entire area.
Chemical plant showing guages, a walkway, tanks, silos, and mixing apparatus. Pipes in yellow and silver cross the entire area.

Chemicals

See how KCF helps you prevent critical failures and enhance reliability

Trusted by the world’s leading chemical companies

Bakelite Synthetics logo, clear background
BASF logo, with "We create chemistry" tagline, clear background
DOW logo, with DOW on a red diamond, clear background.
Kaneka logo, clear background
kuraray logo
Bakelite Synthetics logo, clear background
BASF logo, with "We create chemistry" tagline, clear background
DOW logo, with DOW on a red diamond, clear background.
Kaneka logo, clear background
kuraray logo

Reducing costs and optimizing machine health in the chemical industry

01

Agitator processes, whether vertically or side-mounted, are sporadic. Backlash in the gearbox stresses brackets and couplings. Without continuous monitoring, reliability programs may miss key insights, leading to costly failures and downtime.

  • Potential equipment rebuild or replacement costs: up to $150,000
  • Labor: 2 riggers and 2 machine repairmen, 6-8 hours, totaling over 32 individual man-hours
  • Potential product loss: Depending on redundancies and product, up to $10,000 – $15,000 per hour
02

Canned pumps are vital in the Petrochemical industry for transferring hazardous liquids, with enclosed bearings that don’t require regular lubrication. Continuous monitoring is essential, as journal bearings can fail within 48 hours, making monthly inspections inadequate.

  • Capital expenditure (parts): $90,000 on average
  • Labor: $10,000 16-24 hours downtime
03

Blowers are crucial in the Acid Regeneration process, and maintaining assets like Turbo Blowers is essential but challenging. Downtime can halt production, with failure modes varying by process configuration.

  • Unplanned downtime can cost up to $100,000/day
  • Repairing & replacing parts can take multiple days
04

Cooling towers pose challenges for accessibility and monitoring, causing many maintenance professionals to overlook critical signs of impending failure. Such failures can disrupt various production processes downstream.

  • $1,000/hour downtime cost
  • $50,000 in equipment costs per failure
  • $100,000+ cost savings per avoided failure
05

Dryer blowers are vital in the chemical industry for removing moisture from products. Induced and forced draft fans provide a steady flow of hot air, facing challenges like blade corrosion and imbalance from material buildup, leading to premature bearing or asset failure.

  • $5,000/hour Downtime Cost
  • 4-8 hours Downtime
  • Asset Cost $50,000
06

Screw compressors are essential for air supply and gas storage. Failures, often due to bearing issues, shaft misalignment, or lubrication problems, halt operations by losing high-pressure fluid. Optimizing running speeds is key to minimizing downtime.

  • Compressor rebuild: $80,000 4-6 weeks downtime
  • Compressor replacement: $240,000 15-17 weeks downtime
07

Air compressors in a plant can cause significant energy waste and costly downtime due to unexpected failures. Air leaks increase demand, leading to higher energy use and more wear on compressor components.

  • $60,000 Per year/ compressor

Gain a competitive edge with KCF

Logo
"Kaneka has documented $1.7M savings directly related to unplanned downtime avoidance, 166 hours of downtime saved, and has built a culture of not just digital transformation but of elevating the workforce, utilizing technology."
Prabhu Ramachandran, Senior Manager Digital Transformation
Kaneka
Card Image
Logo
Customer Success Story
Logo
"We have experienced a 50% reduction overall in unplanned events the KCF sensor is in the remote monitoring."
David Bonfante, Sr. Director of Asset Health
Georgia-Pacific
Card Image
Logo
Customer Success Story
Logo
"Early in the pilot, KCF’s high touch engineering team was actively onboarding maintenance personnel when an alarm went off in real-time. With a quick look at the data and an immediate onsite inspection, it was discovered part of the coupling was missing. Instances like this are where the vision of utilizing real-time data and analytics illuminated the need for adoption across multiple sites."
Prabhu Ramachandran, Senior Manager Digital Transformation
Kaneka
Card Image
Logo
Customer Success Story
Logo
"We started small, and we are scaling as we go. As we are integrating more sensors and taking advantage of machine learning, it will provide us deeper insights into our processes and making process changes."
Yahya Khan, Sr. Reliability Engineer
Clarios
Card Image
Logo
Customer Success Story

Kaneka Keynote

“If data and insights are to create any value, they must influence people and systems’ behaviors. That’s why culture transformation is part of the key. “

Prabhu Ramachandran
Digital Transformation Project Manager
Kaneka

View All Keynotes
A keynote speaker on the chemical industry talks about machine health and preventive maintenance.
Prabhu Ramachandran
Digital Transformation Project Manager
Kaneka
Case Study Spotlight

Transforming culture in the digital business landscape

Kaneka: 166 hours of downtime saved.

In today’s fast-changing manufacturing world, adopting digital transformation has become a vital strategy for companies striving to stay competitive. Beyond the buzz of technology and data-driven solutions, a crucial yet often overlooked aspect is the significant role that cultural change plays. Prabhu Ramachandran, a visionary leader and member of Kaneka’s Digital Transformation (DX) team, is at the forefront of driving this essential shift in the IIoT production and manufacturing space.

Read Case Study
Engineer reads machine health data in a plant, surrounded by large pipes and kneeling on a grated floor.

How our machine health optimization platform works

Manufacturers and producers in the energy sector have to keep a watchful eye on O&M costs, and every machine failure can cause that number to creep up. Traditional route- or time-based monitoring doesn’t capture smaller data anomalies that can alert your team to failure before it’s too late.

Our comprehensive machine health platform, wirelessly and continuously transmits machine health data to a central database from individual monitoring points on your assets. Its advanced analytics capabilities get to the root cause of machine health issues, and its human-in-the-loop architecture ensures compliance and correct action.

Explore Solutions

Related case studies

View Case Study: Vacuum Pumps
Vacuum Pump
Vacuum Pumps
Vacuum Pumps

Vacuum pumps are critical in many manufacturing processes. KCF's comprehensive machine health monitoring empowers you with the data and insights needed to minimizing unplanned downtime.

View Case Study
View Case Study: Kaneka
Kaneka
Kaneka

Explore $1.7M in customer savings and 166 hours of downtime avoided. See how KCF helped Kaneka utilize real-time data and analytics to drive their digital transformation.

View Case Study
View Case Study: Ammonia Compressor
Ammonia Compressor Compressor
Ammonia Compressor
Ammonia Compressor

Explore how machine health monitoring created $600,000 in customer savings and saved 4 hours of downtime.

View Case Study

Why KCF

Icon for savings or money.
$ 4 Billion+
in customer savings
Icon for time.
85,000
hours of downtime prevented
Icon for monitoring, a stylized target.
1.2 Billion
data points per month

Request a demo

Want to eliminate unplanned downtime and extend the lifespan of your critical assets?
Contact us to see how our comprehensive, AI-driven machine health platform can optimize your operations.

Book Demo

336 S. Fraser Street
State College, PA 16801

+1 (814) 867-4097
  • $199 Risk-Free Trial
  • Request a Demo
  • Solutions
    • SMARTdiagnostics
    • SMARTsensing Suite
    • SENTRYsolutions
  • Industries
    • Oil & Gas
    • Automotive
    • Forest Products
    • Food & Beverage
    • Mining
    • Metals
    • Chemicals
    • Utilities
    • Wastewater
  • Case Studies
    • Automotive
    • Chemicals
    • Forest Products
    • Oil & Gas
    • Utilities
    • All Case Studies
  • Resources
    • Events & Webinars
    • Machine Health Optimization
    • Blog
    • Podcast
    • Value Calculator
    • KCF Academy
  • About
    • Meet Our Team
    • Join Our Team
  • Contact
    • Sales
    • General Inquiry
    • Careers
  • Customers
    • Product Support
    • System Status
    • SD Login

© 2025 KCF Technologies LLC. All Rights Reserved.
  • Privacy Policy
  • Vulnerability Disclosure
  • Terms of Use
  • End User Licensing Agreement
  • Sitemap